
The use of Explainable AI confirms that deep learning models are not finding mathematical shortcuts but are actually learning genuine ecological mechanisms. This realization is particularly vital in 2026, as water managers grapple with the intensifying effects of climate change and nutrient pollution on global reservoir health. The sudden appearance of toxic algal blooms poses significant risks to drinking water










